Learning how intelligent systems behave in the real world.
Cognitive Workstead studies how AI, energy, infrastructure, and operations interact over time through real systems.
COLBY
COLBY is the Cognitive Operations and Learning Brain embedded within Cognitive Workstead. It observes system behavior, correlates signals over time, and supports durable learning.
Cognitive Workstead Labs
Energy Systems
Solar generation, storage, and load behavior studied through continuous operation.
Intelligent Systems
Applied AI for monitoring, decision support, and adaptive automation.
Resilient Operations
Reliability, recovery, and long-term system health under real constraints.
Learning Centers
System Documentation
Clear records of how systems behave, evolve, and are maintained.
Operational Playbooks
Repeatable guidance for response, tuning, and improvement.
Emerging Work
New ideas evolve as learning compounds over time.